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A world model: On the political logics of generative AI 世界模型:论生成式人工智能的政治逻辑
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-24 DOI: 10.1016/j.polgeo.2024.103134
Louise Amoore , Alexander Campolo , Benjamin Jacobsen , Ludovico Rella

The computational logics of large language models (LLMs) or generative AI – from the early models of CLIP and BERT to the explosion of text and image generation via ChatGPT and DALL-E − are increasingly penetrating the social and political world. Not merely in the direct sense that generative AI models are being deployed to govern difficult problems, whether decisions on the battlefield or responses to pandemic, but also because generative AI is shaping and delimiting the political parameters of what can be known and actioned in the world. Contra the promise of a generalizable “world model” in computer science, the article addresses how and why generative AI gives rise to a model of the world, and with it a set of political logics and governing rationalities that have profound and enduring effects on how we live today. The article traces the genealogies of generative AI models, how they have come into being, and why some concepts and techniques that animate these models become durable forms of knowledge that actively shape the world, even long after a specific material commercial GPT model has moved on to a new iteration. Though generative AI retains significant traces of former scientific and computational regimes – in statistical practices, probabilistic knowledge, and so on – it is also dislocating epistemological arrangements and opening them to novel ways of perceiving, characterising, classifying, and knowing the world. Four defining aspects of the political logic of generative AI are elaborated: i) generativity as something more than the capacity to generate image or text outputs, so that a generative logic acts upon the world understood as estimates of “underlying distributions” in data; ii) latency as a political logic of compression in which (by contrast with claims to reduction or distortion) the thing that is hidden, unknown or latent becomes surfaced and amenable to being governed; iii) broken and parallelized sequences as the ordering device of the political logic of generative AI, where attention frameworks radically change the possibilities for governing non-linear problems; iv) pre-training and fine-tuning as a computational logic of generative AI that simultaneously shapes a “zero shot politics” oriented towards unencountered data and new tasks. Across each of the four aspects, the article maps the emerging contemporary political logic of generative AI.

从早期的 CLIP 和 BERT 模型,到 ChatGPT 和 DALL-E 所带来的文本和图像生成的爆炸式增长,大型语言模型(LLM)或生成式人工智能的计算逻辑正日益渗透到社会和政治领域。这不仅仅是指生成式人工智能模型被直接用于解决困难问题,无论是战场上的决策还是对流行病的应对,还因为生成式人工智能正在塑造和限定世界上可知和可行动的政治参数。与计算机科学中可通用的 "世界模型 "的承诺相反,文章探讨了生成式人工智能如何以及为什么会产生一种世界模型,并随之产生一套政治逻辑和治理理性,对我们今天的生活方式产生深远而持久的影响。文章追溯了生成式人工智能模型的谱系,它们是如何产生的,以及为什么使这些模型产生活力的一些概念和技术会成为积极塑造世界的持久的知识形式,即使在特定的物质商业 GPT 模型进入新的迭代之后也是如此。尽管生成式人工智能在统计实践、概率知识等方面保留了大量前科学和计算制度的痕迹,但它同时也在颠覆认识论的安排,并向感知、描述、分类和认识世界的新方式敞开大门。本文阐述了生成式人工智能政治逻辑的四个决定性方面:i) 生成性不仅仅是生成图像或文本输出的能力,因此生成性逻辑作用于被理解为对数据中 "潜在分布 "的估计的世界;ii) 潜伏性是一种压缩的政治逻辑,在这种逻辑中(与减少或扭曲的主张相反),隐藏、未知或潜伏的事物变得浮出水面并可被管理;iii)作为生成式人工智能政治逻辑排序工具的破碎化和并行化序列,注意力框架从根本上改变了治理非线性问题的可能性;iv)作为生成式人工智能计算逻辑的预训练和微调,同时塑造了面向未遇到的数据和新任务的 "零射门政治"。文章从这四个方面描绘了生成式人工智能的当代政治逻辑。
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引用次数: 0
Intimate geographies of precarity: Water infrastructure and the normalisation of militarism in humanitarian intervention 不稳定的亲密地理环境:水利基础设施与人道主义干预中的军国主义正常化
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-10 DOI: 10.1016/j.polgeo.2024.103130
Bronte Alexander

The recent increase in Venezuelan migrants and refugees to Brazil has prompted a humanitarian response coordinated by multiple government agencies and inter/national organisations. This coordination effort sits under the umbrella of the Operation Welcome task force, in which the military is heavily involved. Situated in the northern state of Roraima, bordering Venezuela, this article explores one particular site of humanitarian care: a set of Water, Sanitation and Hygiene (WASH) facilities located in the capital city of Boa Vista. Here, I investigate the militaristic design and processes of the shower block, which is available to Venezuelan refugees and migrants who are living without adequate shelter. In doing so, this paper argues that the normalisation of militarism in humanitarian intervention (re)produces exclusion and precarity for those accessing spaces of care. By understanding the water infrastructure of the site as an infrastructure of containment, this research shines light on the everyday, often invisiblised implications of migration governance that occur at the micro-scale. In particular, it highlights the conditions of slow and symbolic violence that are embedded within the military-humanitarian response.

最近,前往巴西的委内瑞拉移民和难民人数增加,促使多个政府机构和国际/国家组织协调采取人道主义应对措施。这项协调工作由军方大力参与的 "欢迎行动 "特别工作组负责。本文探讨了位于与委内瑞拉接壤的罗赖马州北部的一个特殊的人道主义关怀场所:位于首府博阿维斯塔市的一套水、环境卫生和个人卫生(WASH)设施。在这里,我对淋浴区的军事化设计和流程进行了调查,该淋浴区是为没有适当住所的委内瑞拉难民和移民提供的。在此过程中,本文认为,人道主义干预中的军国主义正常化(重新)产生了对那些获得关爱空间的人的排斥和不稳定性。通过将该遗址的水利基础设施理解为遏制基础设施,本研究揭示了移民治理在微观层面上的日常影响,而这些影响往往被忽视。特别是,它强调了军事-人道主义应对措施中蕴含的缓慢和象征性暴力的条件。
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引用次数: 0
International spaces for feminist cross-border resistance 女权主义者跨境抵抗的国际空间
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-09 DOI: 10.1016/j.polgeo.2024.103111
Evan N. Shenkin , Michele Abee

This article documents the struggle of pro-choice nongovernmental organizations, Women on Web, Women on Waves, and Aid Access, to provide reproductive healthcare information and procedures, including medical abortion, to people around the world seeking to exercise their human rights to physical health and autonomy irrespective of state legal structures. These organizations seek to affirm and share factual reproductive health knowledge and care approved by the World Health Organization including safe and approved medical abortions. Women on Waves and Women on Web use international waters and the Internet as common spaces to exercise freedom over bodily autonomy. Specifically, Women on Web and Aid Access use the Internet as a digital imaginary extension of physical international spaces. The authors argue that a transparent and open Internet, as an imagined common, is essential to countering ongoing processes of privatization of international spaces and restrictions on reproductive health rights. Under this framework, the status of abortion care websites to remain accessible and avoid censorship is a bellwether for both net neutrality and feminist geopolitics. The struggle for an open Internet has broad implications for reproductive health, bodily autonomy, and the free exchange of ideas.

这篇文章记录了支持选择权的非政府组织 "网络妇女"、"浪潮妇女 "和 "援助准入 "为向世界各地寻求行使身体健康和自主人权的人们提供生殖保健信息和程序(包括医疗堕胎)而进行的斗争,不论国家法律结构如何。这些组织力求肯定和分享世界卫生组织批准的生殖保健知识和护理,包括安全和经批准的医疗堕胎。波浪上的妇女 "和 "网络上的妇女 "将国际水域和互联网作为行使身体自主自由的共同空间。具体而言,"网络妇女 "和 "援助准入 "将互联网作为国际物理空间的数字想象延伸。作者认为,一个透明、开放的互联网,作为一个想象中的共同空间,对于对抗正在进行的国际空间私有化进程和对生殖健康权利的限制至关重要。在此框架下,堕胎护理网站保持可访问性和避免审查的地位是网络中立性和女权主义地缘政治的风向标。争取开放互联网的斗争对生殖健康、身体自主和思想自由交流具有广泛的影响。
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引用次数: 0
Assembling state power through rescaling: Inter-jurisdictional development in the Beijing-Tianjin Zhongguancun Tech Town 通过调整规模集聚国家权力:京津中关村科技园区的跨辖区发展
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-09 DOI: 10.1016/j.polgeo.2024.103131
Weikai Wang, Fulong Wu, Fangzhu Zhang

Recent studies have applied the explanatory framework of state rescaling to interrogate China's emergent city-regional governance. Much of the extant literature has concentrated on either the centrally driven city regionalism from above or local efforts on cross-boundary cooperation from below. Rather than simply abstracting the multi-dimensional and multi-scalar dynamics in the rescaling process around one singular state project, this paper moves forward to explore the co-existence and co-functioning of variegated rescaling processes contributing to regional governance by deploying assemblage as a heuristic approach. This paper examines an inter-jurisdictional development zone – Beijing-Tianjin Zhongguancun Tech Town in the Beijing-Tianjin-Hebei region to provide a relational and processual understanding of scalar politics on the ground. Our analysis demonstrates how discrete and fragmented spaces and actors are assembled within a specific entity through various rescaling processes. The interplay of local, regional and national actors with different motivations gives rise to a new inter-scalar and inter-jurisdictional regulatory regime for regional industrial integration with relative coherence. This emergent governance regime is sustained and embedded in both topological and territorial political relations. This article furthers the understanding of China's city regional governance by analysing a situated assemblage. It provides an applicable perspective for investigating other trans-local projects and city regionalism.

近期的研究运用了 "国家重构 "的解释框架来审视中国新兴的城市-区域治理。现有文献大多集中于上层中央推动的城市区域主义或下层地方的跨界合作。本文没有简单地围绕一个单一的国家项目来抽象重构过程中的多维度和多尺度动态,而是通过采用组合作为一种启发式方法,探讨了有助于区域治理的各种重构过程的共存和共同作用。本文考察了京津冀地区的一个跨辖区开发区--京津中关村科技园区,以提供对当地规模政治的关系和过程性理解。我们的分析展示了离散和分散的空间和行动者是如何通过各种重构过程在特定实体中组合起来的。具有不同动机的地方、地区和国家行动者之间的相互作用,产生了一种新的跨尺度和跨司法管辖区的监管制度,以促进具有相对一致性的地区工业一体化。这种新出现的管理体制在拓扑和地域政治关系中得到了维持和嵌入。本文通过分析一个情景组合,进一步加深了对中国城市区域治理的理解。它为研究其他跨地方项目和城市区域主义提供了一个适用的视角。
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引用次数: 0
Institutional knowledge and perceived rural representation 机构知识和对农村代表性的认识
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-05 DOI: 10.1016/j.polgeo.2024.103125
R. Urbatsch

Place-based identities could potentially shape how the public evaluates political information, especially when cleavages between rural and non-rural become more central to politics. Rural voters may particularly respond distinctly to knowledge about the United States political system, which through several political institutions, notably the federal Senate, gives rural areas a share of votes exceeding their share of the population. Observational survey responses from the 2020 American National Election Study show that although most respondents feel that government institutions give less political influence to rural areas, knowledge about American politics reduces that feeling. The relationship between this knowledge and beliefs about rural political influence, however, occurs only in those with suburban and, especially, urban identities; rural and small-town identifiers seemingly shrug off their knowledge in assessing rural political influence.

基于地方的身份认同可能会影响公众对政治信息的评价,尤其是当农村与非农村之间的裂痕成为政治的核心时。农村选民可能会对有关美国政治制度的知识作出不同的反应,因为美国政治制度通过一些政治机构,特别是联邦参议院,给予农村地区的选票份额超过了其人口比例。2020 年美国全国大选研究》(American National Election Study)的观察调查显示,尽管大多数受访者认为政府机构对农村地区的政治影响较小,但对美国政治的了解会减少这种感觉。然而,这种知识与对农村政治影响力的看法之间的关系只出现在那些具有郊区,尤其是城市身份的人身上;而具有农村和小城镇身份的人在评估农村政治影响力时,似乎不需要考虑他们的知识。
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引用次数: 0
The spatial and scalar politics of a just energy transition in Illinois 伊利诺伊州公正能源转型的空间和标度政治
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-04 DOI: 10.1016/j.polgeo.2024.103128
Shannon R. Anderson, McKenzie F. Johnson

Illinois passed the Energy Transition Act (i.e., the Climate and Equitable Jobs Act or CEJA) in 2021, which established clean energy mandates with an emphasis on social equity. We examine CEJA and related policies to understand the politics of Illinois' energy transition. While CEJA has been praised as an approach to a just transition, critics argue that it exacerbated Illinois' rural-urban dichotomy by distributing benefits to urban areas defined as ‘environmental justice communities’ and tangible costs, in the form of clean energy infrastructure, to rural communities. We demonstrate that, leading up to and in response, 1) local governments deployed measures to oppose renewable energy development and 2) the state, in turn, scaled authority for energy governance upward to inhibit opposition. By framing reduced participation as necessary for just climate action, Illinois undermined procedural forms of justice viewed as critical to a just transition and reinforced energy as a partisan political issue. This case illustrates how a narrow definition of justice can contribute to distributive conflict in the energy transition and identifies a need for more inclusive strategies to manage such conflict.

伊利诺伊州于 2021 年通过了《能源转型法案》(即《气候与公平就业法案》或 CEJA),该法案规定了清洁能源任务,强调社会公平。我们研究了 CEJA 和相关政策,以了解伊利诺伊州能源转型的政治情况。尽管 CEJA 被赞誉为实现公正转型的一种方法,但批评者认为,它加剧了伊利诺伊州的城乡二元对立,将利益分配给了被定义为 "环境正义社区 "的城市地区,而以清洁能源基础设施的形式将有形成本分配给了农村社区。我们的研究表明:1)地方政府采取措施反对可再生能源开发;2)州政府反过来上调能源管理权限以抑制反对意见。伊利诺伊州将减少参与作为公正气候行动的必要条件,破坏了被视为公正过渡关键的程序正义形式,并强化了能源作为党派政治问题的地位。这一案例说明了狭义的正义定义是如何助长能源转型中的分配冲突的,并指出需要更具包容性的战略来管理这种冲突。
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引用次数: 0
审查论坛
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-01 DOI: 10.1016/j.polgeo.2023.103010
Andrew Curley, Robert Lee, Michele Sollai, Sara Salazar Hughes, Brittany Meché, Maria Lane, Natalie Koch
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引用次数: 0
Reckoning climate apartheid 清算气候种族隔离
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-01 DOI: 10.1016/j.polgeo.2024.103117
Joshua Long

This paper provides a critical, interdisciplinary analysis of the current global landscape of climate action and response with the aim of determining its overall trajectory toward either justice and equity on the one hand, or exploitation and segregation on the other. It finds that tendencies toward the latter are far more pronounced. This paper summarizes those findings and presents arguments for three categories of climate action that are producing and/or exacerbating inequity, injustice, and segregation. They are: securitization (of resources, infrastructure, borders, and land), financialization (of exploitative mitigation and adaptation measures), and (im)mobilization (of migrants and the climate-vulnerable alongside the increased mobility of elite populations). An examination of the political rhetoric and public discourse associated with these trends follows, revealing widespread dehumanization and ‘othering’ used to condone a system that justifies protection for some populations and the expendability of others. Together, this analysis provides a framework for exposing and critiquing our current trajectory toward an outcome that is best described as climate apartheid.

本文对当前全球的气候行动和应对措施进行了批判性的跨学科分析,旨在确定其总体轨迹,是走向公正和公平,还是走向剥削和隔离。研究发现,后者的趋势更为明显。本文总结了这些发现,并提出三类气候行动正在产生和/或加剧不公平、不公正和隔离的论点。它们是:安全化(资源、基础设施、边界和土地)、金融化(剥削性减缓和适应措施)和(不)动员(移民和气候弱势群体以及精英人口流动性的增加)。随后对与这些趋势相关的政治言论和公共话语进行了研究,揭示了普遍存在的非人化和 "他者化 "现象,这种现象被用来纵容一种制度,这种制度为保护某些人群和牺牲另一些人群提供了理由。上述分析为揭露和批判我们当前的发展轨迹提供了一个框架,而这一轨迹的最佳描述就是气候种族隔离。
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引用次数: 0
Abject lives: An introduction 卑微的生活导言
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-01 DOI: 10.1016/j.polgeo.2024.103102
Larissa Fleischmann, Jonathan Everts

The special issue Abject Lives brings together five articles that attend to questioning the processes that render nonhumans as “abject others” (Kristeva, 1982), devoid of value and amenable to elimination and killing. By doing so, it centres animals and other nonhumans that rarely become subject to positive valuations or human sympathy, such as slurry, wolves, geese and other species that are classified as ‘invasive’ or as a ‘health threat’. Drawing on empirical case studies from Australia and Germany, each of the articles demonstrates how processes of abjection intersect with practices of state-making, governing and power; practices that extend towards nonhumans and that often work towards their violent erasure. In the introduction to the special issue, we review how the articles build from and contribute to a growing interest in more-than-human approaches within the subdiscipline of political geography.

特刊《卑微的生命》汇集了五篇文章,旨在质疑使非人类成为 "卑微的他者"(克里斯蒂娃,1982 年)的过程,这些人没有价值,容易被消灭和杀害。通过这样做,本研究以动物和其他非人类为中心,这些动物和非人类很少受到正面评价或人类的同情,如泥浆、狼、鹅和其他被归类为 "入侵 "或 "健康威胁 "的物种。通过对澳大利亚和德国的实证案例研究,每篇文章都展示了排斥过程是如何与国家决策、治理和权力的实践交织在一起的;这些实践延伸至非人类,并经常以暴力手段抹杀非人类。在特刊的导言中,我们回顾了这些文章是如何在政治地理学分支学科内对 "非人 "方法日益增长的兴趣的基础上发展起来并做出贡献的。
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引用次数: 0
Interventions on public geographies 对公共地理的干预
IF 4.1 1区 社会学 Q1 Arts and Humanities Pub Date : 2024-05-01 DOI: 10.1016/j.polgeo.2023.103007
Reece Jones , Austin Kocher , Farhana Sultana , Deondre Smiles , Kendra McSweeney , Petra Molnar
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引用次数: 0
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Political Geography
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